Bibliographic record
Abstract
The Japanese government has started to pay more attention to the film industry since 2002.In 2003, Prime Minister Koizumi mentioned an animation film "Sento Chihiro no Kamikakushi" in his speech.It is not common that a title of an animation film is included in a Prime Minister's speech in the diet.He also emphasized the economic importance of intellectual property.In addition, "Content Promotion Law" was adopted in April 2004.In Japan, film, animation, television, and games are classified as "content industry."The content industry now becomes the most noteworthy industry in Japan.Why is the content industry becoming an important economic sector in Japan?The first economic reason is the strength of the content industry itself.The second reason is the penetration of broadband network, including the ADSL, the FTTH, and the cable Internet access.Japan is the second largest country in the video production market, including film and television programs.The first and biggest country is the United States.Japanese film and television programs are not as much penetrated as those from Hollywood in the global market, but they very popular in the domestic market.For instance, Japanese film's share in the box office sale is over 30 percent against Hollywood film.While it is not a majority, this figure has been realized without any quota system.On the other hand, the penetration of broadband network has rapidly expanded since 2001.In 2001, the number of broadband users was only 856 thousand, but it became more than twenty times to 17 million in 2004.The ADSL is now a major broadband network in Japan, and the growth rate of the FTTH is very rapid as well.Generally speaking, the Japanese economy is now in a matured stage, and the economic growth rate is very slow.Within such a slow economy, the broadband market is exceptional.Many people try to find a successful business in such a growing market, and there is no doubt that distributing video programs through such broadband networks is a promising business in near future.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.021 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.017 | 0.029 |
| Science and technology studies | 0.007 | 0.003 |
| Scholarly communication | 0.012 | 0.005 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".